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Credit Scoring Case Study: Automating the Credit Scoring Process

Go through this case study in credit scoring to know how to upgrade your credit scoring process by automation. Find complete credit scoring process here

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About this course

description
lessonOverview

Company name and location: Continental Airlines, Houston, TX

Description of business: Transportation; Commercial Air Cargo

Credit executive contact info:
Pamela Demasi, Supervisor, Commercial Credit & Collections
713-324-1090
pdemas@coair.com

Size: Cargo accounts for over $700 million of Continental's sales

# of customers: not available

Customer base characteristics: Very diverse

Challenges
A staff of four credit analysts would pull data from a variety of data sources and then use a basic credit score/MS Excel spreadsheet for financial ratios and approval of accounts. This largely manual process was cumbersome and time-consuming, and even more problematic was the fact that the approval process was largely subjective and prone to vary from analyst to analyst. In addition, there were two distinct accounts receivable systems that required analysts to toggle back and forth.

Goals
Continental sought to implement automated credit scoring so that they could create a consistent scoring process which would in turn lead to a higher approval rate coupled with better decisions and improved financial metrics. Continental was looking to consolidate all the info from their two separate A/R systems and create a fully-automated, fully integrated environment for their analysts, where all customer information would be available no more than one click away. In addition, Continental was looking to incorporate more elements into their scoring process, such as additional elements from multiple data bureaus.

Type of scoring solution
Rules based incorporating data from multiple data bureaus as well as internal data such as aging balances.

Vendor and Product Chosen: eCredit Enterprise Edition

Costs: N.A.

BROI
The consistent credit scoring process has really been a great benefit for Continental. We have eliminated many of the judgmental factors that exist between multiple analysts and ensured that the same decision is issued across the board.

Results
Continental was able to consolidate two distinct accounts receivable systems; each feeds customer account and aging information into the eCredit solution. One centralized "paperless customer file" houses all customer information and eliminates the need to toggle from one system to another. Having all the information, including credit scores, related to one customer in the same place saves a lot of time.

The ability to pull information from multiple sources and automatically score accounts has reduced the time involved in both new application processing and periodic account reviews. Automated scoring has not only allowed Continental to issue credit decisions more quickly but it has also added a level of sophistication to their scoring process. Continental has been able to bring in new elements to their scorecard and more effectively incorporate aging data into the decisioning process.

instructor
name title image description Ins
Editor Highako Academy
Highako.com is a video-first micro-learning platform trusted by over 10,000+ Credit and Collections professionals. Leverage Highako to drive skill growth with role-specific expert video lessons, and hands-on assessments. Connect and collaborate with the largest credit community and get access to ready-to-use templates.
 
related
image tag title description link contentType
KPIs and Reporting A Complete Credit Scoring Sheet For Faster Credit Review Refer to this credit scoring model example, to know the basic format of a credit scoring sheet of a credit department.Follow this for creating your credit scoring sheet easily https://academy.highako.com/credit-scoring-sheet-for-faster-credit-review  
Deductions Resolution Credit Scoring in SAP Credit Management Module This course helps you to tailor SAP rules to set up and customize credit checks for customers and in certain circumstances block orders while providing for control to resolve them. https://academy.highako.com/credit-scoring-in-sap-credit-management-module-course  

 

About this course

description
lessonOverview

Company name and location: Continental Airlines, Houston, TX

Description of business: Transportation; Commercial Air Cargo

Credit executive contact info:
Pamela Demasi, Supervisor, Commercial Credit & Collections
713-324-1090
pdemas@coair.com

Size: Cargo accounts for over $700 million of Continental's sales

# of customers: not available

Customer base characteristics: Very diverse

Challenges
A staff of four credit analysts would pull data from a variety of data sources and then use a basic credit score/MS Excel spreadsheet for financial ratios and approval of accounts. This largely manual process was cumbersome and time-consuming, and even more problematic was the fact that the approval process was largely subjective and prone to vary from analyst to analyst. In addition, there were two distinct accounts receivable systems that required analysts to toggle back and forth.

Goals
Continental sought to implement automated credit scoring so that they could create a consistent scoring process which would in turn lead to a higher approval rate coupled with better decisions and improved financial metrics. Continental was looking to consolidate all the info from their two separate A/R systems and create a fully-automated, fully integrated environment for their analysts, where all customer information would be available no more than one click away. In addition, Continental was looking to incorporate more elements into their scoring process, such as additional elements from multiple data bureaus.

Type of scoring solution
Rules based incorporating data from multiple data bureaus as well as internal data such as aging balances.

Vendor and Product Chosen: eCredit Enterprise Edition

Costs: N.A.

BROI
The consistent credit scoring process has really been a great benefit for Continental. We have eliminated many of the judgmental factors that exist between multiple analysts and ensured that the same decision is issued across the board.

Results
Continental was able to consolidate two distinct accounts receivable systems; each feeds customer account and aging information into the eCredit solution. One centralized "paperless customer file" houses all customer information and eliminates the need to toggle from one system to another. Having all the information, including credit scores, related to one customer in the same place saves a lot of time.

The ability to pull information from multiple sources and automatically score accounts has reduced the time involved in both new application processing and periodic account reviews. Automated scoring has not only allowed Continental to issue credit decisions more quickly but it has also added a level of sophistication to their scoring process. Continental has been able to bring in new elements to their scorecard and more effectively incorporate aging data into the decisioning process.

instructor
name title image description Ins
Editor Highako Academy
Highako.com is a video-first micro-learning platform trusted by over 10,000+ Credit and Collections professionals. Leverage Highako to drive skill growth with role-specific expert video lessons, and hands-on assessments. Connect and collaborate with the largest credit community and get access to ready-to-use templates.
 
related
image tag title description link contentType
KPIs and Reporting A Complete Credit Scoring Sheet For Faster Credit Review Refer to this credit scoring model example, to know the basic format of a credit scoring sheet of a credit department.Follow this for creating your credit scoring sheet easily https://academy.highako.com/credit-scoring-sheet-for-faster-credit-review  
Deductions Resolution Credit Scoring in SAP Credit Management Module This course helps you to tailor SAP rules to set up and customize credit checks for customers and in certain circumstances block orders while providing for control to resolve them. https://academy.highako.com/credit-scoring-in-sap-credit-management-module-course